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research_project_layout

@tnn1t1s/iterator
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Generates filesystem-safe project names from problem descriptions and creates standardized research artifact directory structure. Use when starting a new research pipeline to organize outputs.

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SKILL.md

name research_project_layout
description Generates filesystem-safe project names from problem descriptions and creates standardized research artifact directory structure. Use when starting a new research pipeline to organize outputs.
allowed-tools Write, Bash, Read

Research Project Layout Generator

Purpose

Generate appropriate project names from natural language problem descriptions and create standardized directory structures for research artifacts.

Instructions

When activated:

  1. Extract Project Name

    • Parse problem description for key terms
    • Generate kebab-case name (e.g., "collating-iterator", "k-way-merge")
    • Keep length 2-4 words maximum
    • Ensure filesystem-safe (lowercase, hyphens, no spaces)

  2. Create Directory Structure

    projects/<project-name>/
  01-specification/       # Formal problem definitions (LaTeX)
  02-analysis/           # Complexity proofs, comparisons (LaTeX)
  03-design/            # Design decisions, justifications (LaTeX)
  04-implementation/    # Source code in multiple languages
    java/               # Gradle project
    cpp/                # CMake project
    rust/               # Cargo project
  05-testing/           # Test strategies, results (Markdown)
  06-benchmarks/        # Benchmark scripts, data, plots
    scripts/
    results/
  07-report/            # Final technical paper (LaTeX)
  08-validation/        # Consistency checks (Markdown)
  README.md            # Project overview

  3. Generate README.md

    • Project name and one-line description
    • Directory guide
    • Build instructions placeholders
    • Generated timestamp

  4. Return Project Path

    • Output: Full path to project root
    • Used by other skills to write artifacts

Naming Examples

Input Generated Name
"CollatingIterator for k sorted sequences" collating-iterator
"Implement priority queue with decrease-key" priority-queue-decrease-key
"Binary search tree with lazy deletion" bst-lazy-deletion
"Lock-free queue using CAS operations" lock-free-queue

README Template

# <Project Name>

**Generated**: <timestamp>
**Problem**: <one-line description>

## Structure

- `01-specification/` - Formal problem specification (LaTeX)
- `02-analysis/` - Algorithmic analysis and complexity proofs (LaTeX)
- `03-design/` - Design decisions and trade-offs (LaTeX)
- `04-implementation/` - Multi-language implementations
- `05-testing/` - Test strategies and results
- `06-benchmarks/` - Performance measurement framework
- `07-report/` - Complete technical report (LaTeX)
- `08-validation/` - Consistency verification

## Build Instructions

### Java
```bash
cd 04-implementation/java
./gradlew build test

C++

cd 04-implementation/cpp
mkdir build && cd build
cmake ..
make
ctest

Rust

cd 04-implementation/rust
cargo build
cargo test

LaTeX Compilation

cd 07-report
pdflatex technical-report.tex


## Cross-Skill Integration

Used by:
- **research_to_code_pipeline**: First step to set up workspace
- All other skills: Write artifacts to appropriate directories

## Notes

- Creates empty directories immediately
- README.md helps navigate artifacts in git
- Standardized structure enables automated processing
- LaTeX sections compilable independently